According to the International Data Corporation (IDC) recently released 2025 V1 version of the IDC Worldwide AI and Generative AI Spending Guide, the total global investment in artificial intelligence (AI) IT is expected to reach $315.8 billion in 2024, and is projected to grow to $815.9 billion by 2028, with a five-year compound annual growth … Read more
Today’s AI agents are capable of perceiving, making decisions, and taking actions independently. With the rise of large language model (LLM)-driven AI agents, we are on the brink of a new era: AI agents may form their own societies and coexist harmoniously with humans. Below, we will discuss what AI agents are, why they are … Read more
Generative AI has entered the daily work and life of many people. Nowadays, with just a simple input on a computer, users can generate answers or media content to their questions or needs through DNN models (typically using a large language model, LLM). However, the drawback of this application scenario is the overly simplistic operation, … Read more
In the 2018 film “Avengers: Infinity War”, superheroes struggle against the villain Thanos to save the universe. As they rack their brains to find a way to defeat Thanos, Doctor Strange mentions his time travel: “I walked ahead in time and saw different futures, saw all the possible outcomes of the impending conflict.” He glimpsed … Read more
The Hexagon NPU (Neural Processing Unit) is a dedicated hardware module designed by Qualcomm to meet the computational demands of artificial intelligence (AI). It is specifically built for low power and high performance AI inference tasks, playing a crucial role in generative AI applications on the edge (such as smartphones, PCs, and other devices). The … Read more
Since the explosion of generative AI technology represented by ChatGPT at the end of last year and the beginning of this year, various participants in the edge market have been looking for ways to leverage the momentum of generative AI. For instance, chip companies and OEM manufacturers in the PC sector are discussing how lightweight … Read more
AI + Business AI Business Insights Arm Restructures Product Naming System to Highlight Energy Efficiency of AI Computing Power, Targeting Emerging Markets like Automotive The British chip design company Arm recently announced a renaming of its system-on-chip (SoC) product line, emphasizing its low power consumption advantages in AI workloads, showcasing its strategic transformation from a … Read more
Software, as the cornerstone of the digital age, has always been a combination of intellectual and labor-intensive processes. With the rapid development of artificial intelligence, particularly in machine learning and natural language processing (NLP) technologies, the traditional model of software development is ushering in an unprecedented wave of intelligence. AI is increasingly becoming the core … Read more
Global generative AI applications are penetrating vertical fields such as industry, healthcare, and finance at an unprecedented speed. Gartner predicts that by 2026, 80% of enterprises will use generative AI, with edge AI deployment exceeding 50%. As the demand for AI applications continues to grow, edge AI will unleash greater productivity for enterprises. Recently, Wangsu … Read more
Written by: Zeping Macro TeamArtificial Intelligence (AI)has greatly expanded its application boundaries and capabilities, from perceptual AI, which excels in image and speech recognition, to generative AI, which has recently been able to generate various types of content such as text and images. Currently, large language models like Deepseek and ChatGPT have profoundly changed the … Read more